[TRTLLM-5446 Part1] Add torch ref backend #74
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Signed-off-by: nvchenghaoz <[email protected]>
Signed-off-by: nvchenghaoz <[email protected]>
lucaslie
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Jul 9, 2025
tests/unittest/_torch/auto_deploy/unit/singlegpu/custom_ops/test_torch_attention_op.py
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tensorrt_llm/_torch/auto_deploy/custom_ops/torch_backend_attention.py
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tensorrt_llm/_torch/auto_deploy/custom_ops/torch_backend_attention.py
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tensorrt_llm/_torch/auto_deploy/custom_ops/torch_backend_attention.py
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tests/unittest/_torch/auto_deploy/unit/singlegpu/custom_ops/test_torch_attention_op.py
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suyoggupta
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Jul 9, 2025
suyoggupta
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Jul 9, 2025
Signed-off-by: nvchenghaoz <[email protected]>
Signed-off-by: nvchenghaoz <[email protected]>
Signed-off-by: nvchenghaoz <[email protected]>
Signed-off-by: nvchenghaoz <[email protected]>
Fridah-nv
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Jul 9, 2025
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Thank you! Torch attention backend would be super helpful for debugging.
lucaslie
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Jul 10, 2025
...unittest/_torch/auto_deploy/unit/singlegpu/transformations/library/test_attention_matcher.py
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…o/torch-backend Signed-off-by: nvchenghaoz <[email protected]>
…nsorRT-LLM into chenghao/torch-backend Signed-off-by: nvchenghaoz <[email protected]>
Signed-off-by: nvchenghaoz <[email protected]>
lucaslie
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Jul 18, 2025
* Add the Torch backend and update the test to use the torch backend. Signed-off-by: nvchenghaoz <[email protected]> * Add the sinks and fix the test failures Signed-off-by: nvchenghaoz <[email protected]> * address reviewer's comments Signed-off-by: nvchenghaoz <[email protected]> * use custom op convention Signed-off-by: nvchenghaoz <[email protected]> * move the ref to the utils_test Signed-off-by: nvchenghaoz <[email protected]> * Add torch backend tests in ad_build_small_single.py Signed-off-by: nvchenghaoz <[email protected]> * Address hidden comments... Signed-off-by: nvchenghaoz <[email protected]> --------- Signed-off-by: nvchenghaoz <[email protected]> Signed-off-by: Lucas Liebenwein <[email protected]>
lucaslie
pushed a commit
that referenced
this pull request
Jul 21, 2025
* Add the Torch backend and update the test to use the torch backend. Signed-off-by: nvchenghaoz <[email protected]> * Add the sinks and fix the test failures Signed-off-by: nvchenghaoz <[email protected]> * address reviewer's comments Signed-off-by: nvchenghaoz <[email protected]> * use custom op convention Signed-off-by: nvchenghaoz <[email protected]> * move the ref to the utils_test Signed-off-by: nvchenghaoz <[email protected]> * Add torch backend tests in ad_build_small_single.py Signed-off-by: nvchenghaoz <[email protected]> * Address hidden comments... Signed-off-by: nvchenghaoz <[email protected]> --------- Signed-off-by: nvchenghaoz <[email protected]> Signed-off-by: Lucas Liebenwein <[email protected]>
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Description
Test Coverage
tests/unittest/_torch/auto_deploy/unit/singlegpu/*
tests/unittest/_torch/auto_deploy/unit/singlegpu/transformations/library/test_attention_matcher.py
tests/unittest/_torch/auto_deploy/unit/singlegpu/shim/test_engine.py